{"id":"W4406442408","doi":"10.1016/j.yped.2014.08.008","title":"10.1016/j.yped.2014.08.008","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Intensive care medicine; Pediatrics; Family medicine; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005698394,0.001078474,0.0004846587,0.001184343,0.0007674181,0.002449887,0.0007863955,0.002834952,0.8974994],"category_scores_gemma":[0.0009818429,0.0003661432,0.0004923801,0.00058663,0.0008044878,0.001772528,0.001146416,0.001457079,0.840978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007212077,"about_ca_system_score_gemma":0.0009818854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015573,"about_ca_topic_score_gemma":0.001417129,"domain_scores_codex":[0.9997379,0.00002209843,0.00001741889,0.000069859,0.00007727084,0.00007550879],"domain_scores_gemma":[0.9991716,0.0001138359,0.00009847187,0.00004789959,0.00013391,0.0004342681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003980934,0.0003457604,0.00443591,0.0005768664,0.00004069659,0.0004247235,0.0001340299,0.0002709335,0.001973629,0.005816626,0.2686464,0.7169363],"study_design_scores_gemma":[0.0000485586,0.0001319062,0.005487628,0.0006805049,0.00002700385,0.002186789,0.000203456,0.0001781581,0.0007026226,0.002845889,0.9874887,0.00001876811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005972798,0.01372915,0.002831155,0.006904438,0.002552564,0.0000910841,0.002603034,0.001611014,0.9637048],"genre_scores_gemma":[0.01471016,0.004375077,0.002067971,0.001581275,0.0006687493,0.00005264306,0.001621897,0.0002197393,0.9747025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1025006,"threshold_uncertainty_score":0.1462045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003518235097077625,"score_gpt":0.1638095477005935,"score_spread":0.1602913126035159,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}